Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 15447 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 12 |
Unnamed: 0 has a high cardinality: 15447 distinct values | High cardinality |
C42_1 is highly correlated with C42_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_1 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_2 is highly correlated with C42_1 and 10 other fields | High correlation |
C42B_3 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_3 is highly correlated with C42_1 and 3 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 9 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_1 is highly correlated with C42_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_1 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_2 is highly correlated with C42_1 and 10 other fields | High correlation |
C42B_3 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_3 is highly correlated with C42_1 and 3 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 9 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_1 is highly correlated with C42_2 and 8 other fields | High correlation |
C42_2 is highly correlated with C42_1 | High correlation |
C42_3 is highly correlated with C42_1 | High correlation |
C42B_1 is highly correlated with LNCAP_2 | High correlation |
C42B_2 is highly correlated with C42_1 | High correlation |
C42B_3 is highly correlated with C42_1 and 2 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 2 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 3 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 4 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 2 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 4 other fields | High correlation |
C42B_2 is highly correlated with C42B_1 and 10 other fields | High correlation |
C42B_1 is highly correlated with C42B_2 and 9 other fields | High correlation |
MR49F_3 is highly correlated with C42B_2 and 9 other fields | High correlation |
C42_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_3 is highly correlated with C42B_2 and 8 other fields | High correlation |
C42B_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
MR49F_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
C42_2 has 155 (1.0%) zeros | Zeros |
C42_3 has 172 (1.1%) zeros | Zeros |
LNCAP_1 has 241 (1.6%) zeros | Zeros |
LNCAP_2 has 262 (1.7%) zeros | Zeros |
LNCAP_3 has 288 (1.9%) zeros | Zeros |
MR49F_1 has 277 (1.8%) zeros | Zeros |
MR49F_2 has 308 (2.0%) zeros | Zeros |
MR49F_3 has 320 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-03 02:26:21.811386 |
|---|---|
| Analysis finished | 2021-09-03 02:27:03.007992 |
| Duration | 41.2 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 15447 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 120.8 KiB |
| ENSG00000000003 | 1 |
|---|---|
| ENSG00000179833 | 1 |
| ENSG00000180104 | 1 |
| ENSG00000180155 | 1 |
| ENSG00000180178 | 1 |
| Other values (15442) |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Characters and Unicode
| Total characters | 231705 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 15447 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ENSG00000000003 |
|---|---|
| 2nd row | ENSG00000000419 |
| 3rd row | ENSG00000000457 |
| 4th row | ENSG00000000460 |
| 5th row | ENSG00000001036 |
Common Values
| Value | Count | Frequency (%) |
| ENSG00000000003 | 1 | < 0.1% |
| ENSG00000179833 | 1 | < 0.1% |
| ENSG00000180104 | 1 | < 0.1% |
| ENSG00000180155 | 1 | < 0.1% |
| ENSG00000180178 | 1 | < 0.1% |
| ENSG00000180182 | 1 | < 0.1% |
| ENSG00000180185 | 1 | < 0.1% |
| ENSG00000180190 | 1 | < 0.1% |
| ENSG00000180198 | 1 | < 0.1% |
| ENSG00000180211 | 1 | < 0.1% |
| Other values (15437) | 15437 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ensg00000000003 | 1 | < 0.1% |
| ensg00000179833 | 1 | < 0.1% |
| ensg00000180104 | 1 | < 0.1% |
| ensg00000180155 | 1 | < 0.1% |
| ensg00000180178 | 1 | < 0.1% |
| ensg00000180182 | 1 | < 0.1% |
| ensg00000180185 | 1 | < 0.1% |
| ensg00000180190 | 1 | < 0.1% |
| ensg00000180198 | 1 | < 0.1% |
| ensg00000180211 | 1 | < 0.1% |
| Other values (15437) | 15437 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86811 | |
| 1 | 17679 | 7.6% |
| E | 15447 | 6.7% |
| N | 15447 | 6.7% |
| S | 15447 | 6.7% |
| G | 15447 | 6.7% |
| 2 | 10870 | 4.7% |
| 6 | 8508 | 3.7% |
| 3 | 8143 | 3.5% |
| 7 | 8058 | 3.5% |
| Other values (4) | 29848 | 12.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 169917 | |
| Uppercase Letter | 61788 | 26.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 86811 | |
| 1 | 17679 | 10.4% |
| 2 | 10870 | 6.4% |
| 6 | 8508 | 5.0% |
| 3 | 8143 | 4.8% |
| 7 | 8058 | 4.7% |
| 4 | 7836 | 4.6% |
| 5 | 7633 | 4.5% |
| 8 | 7623 | 4.5% |
| 9 | 6756 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 15447 | |
| N | 15447 | |
| S | 15447 | |
| G | 15447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 169917 | |
| Latin | 61788 | 26.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 86811 | |
| 1 | 17679 | 10.4% |
| 2 | 10870 | 6.4% |
| 6 | 8508 | 5.0% |
| 3 | 8143 | 4.8% |
| 7 | 8058 | 4.7% |
| 4 | 7836 | 4.6% |
| 5 | 7633 | 4.5% |
| 8 | 7623 | 4.5% |
| 9 | 6756 | 4.0% |
Latin
| Value | Count | Frequency (%) |
| E | 15447 | |
| N | 15447 | |
| S | 15447 | |
| G | 15447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 231705 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 86811 | |
| 1 | 17679 | 7.6% |
| E | 15447 | 6.7% |
| N | 15447 | 6.7% |
| S | 15447 | 6.7% |
| G | 15447 | 6.7% |
| 2 | 10870 | 4.7% |
| 6 | 8508 | 3.7% |
| 3 | 8143 | 3.5% |
| 7 | 8058 | 3.5% |
| Other values (4) | 29848 | 12.9% |
| Distinct | 15369 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.951898787 |
| Minimum | 0 |
|---|---|
| Maximum | 7.892393394 |
| Zeros | 61 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1610274862 |
| Q1 | 0.8498795217 |
| median | 1.862615638 |
| Q3 | 2.83823344 |
| 95-th percentile | 4.23297546 |
| Maximum | 7.892393394 |
| Range | 7.892393394 |
| Interquartile range (IQR) | 1.988353918 |
Descriptive statistics
| Standard deviation | 1.300086919 |
|---|---|
| Coefficient of variation (CV) | 0.6660626705 |
| Kurtosis | -0.1677060908 |
| Mean | 1.951898787 |
| Median Absolute Deviation (MAD) | 0.9978378567 |
| Skewness | 0.5317600109 |
| Sum | 30150.98057 |
| Variance | 1.690225997 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 61 | 0.4% |
| 0.6659404101 | 2 | < 0.1% |
| 1.281846484 | 2 | < 0.1% |
| 1.41680996 | 2 | < 0.1% |
| 4.028434077 | 2 | < 0.1% |
| 0.898886147 | 2 | < 0.1% |
| 0.3026337618 | 2 | < 0.1% |
| 3.227263158 | 2 | < 0.1% |
| 0.9008038264 | 2 | < 0.1% |
| 2.401638097 | 2 | < 0.1% |
| Other values (15359) | 15368 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 0.0005085017078 | 1 | < 0.1% |
| 0.001573013268 | 1 | < 0.1% |
| 0.001597793225 | 1 | < 0.1% |
| 0.00187396004 | 1 | < 0.1% |
| 0.002140721668 | 1 | < 0.1% |
| 0.002330904331 | 1 | < 0.1% |
| 0.002956522178 | 1 | < 0.1% |
| 0.00298667245 | 1 | < 0.1% |
| 0.003138292721 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.892393394 | 1 | |
| 7.831987593 | 1 | |
| 7.619986692 | 1 | |
| 7.39250219 | 1 | |
| 7.379677691 | 1 | |
| 7.273229297 | 1 | |
| 7.014293101 | 1 | |
| 6.998174898 | 1 | |
| 6.904018807 | 1 | |
| 6.851251485 | 1 |
| Distinct | 14653 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.552723153 |
| Minimum | 0 |
|---|---|
| Maximum | 10.43157052 |
| Zeros | 155 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5061604513 |
| Q1 | 1.95704364 |
| median | 3.406321311 |
| Q3 | 5.024928624 |
| 95-th percentile | 6.996169952 |
| Maximum | 10.43157052 |
| Range | 10.43157052 |
| Interquartile range (IQR) | 3.067884984 |
Descriptive statistics
| Standard deviation | 2.012930941 |
|---|---|
| Coefficient of variation (CV) | 0.5665881789 |
| Kurtosis | -0.6951380179 |
| Mean | 3.552723153 |
| Median Absolute Deviation (MAD) | 1.519974044 |
| Skewness | 0.2834276573 |
| Sum | 54878.91454 |
| Variance | 4.051890974 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 155 | 1.0% |
| 4.84681738 | 7 | < 0.1% |
| 2.719211263 | 6 | < 0.1% |
| 2.453266785 | 5 | < 0.1% |
| 3.268309492 | 5 | < 0.1% |
| 5.94018036 | 5 | < 0.1% |
| 1.744455498 | 4 | < 0.1% |
| 2.820891319 | 4 | < 0.1% |
| 1.948182986 | 4 | < 0.1% |
| 4.269078679 | 4 | < 0.1% |
| Other values (14643) | 15248 |
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 0.009036109119 | 1 | < 0.1% |
| 0.009541831548 | 1 | < 0.1% |
| 0.009968741891 | 1 | < 0.1% |
| 0.01064671328 | 1 | < 0.1% |
| 0.01781371243 | 1 | < 0.1% |
| 0.02013955092 | 1 | < 0.1% |
| 0.02052400116 | 1 | < 0.1% |
| 0.02084745477 | 1 | < 0.1% |
| 0.02317246263 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.43157052 | 1 | |
| 10.349653 | 1 | |
| 10.2821719 | 1 | |
| 9.940916369 | 1 | |
| 9.730690691 | 1 | |
| 9.719821334 | 1 | |
| 9.718746011 | 1 | |
| 9.7022889 | 1 | |
| 9.571722906 | 1 | |
| 9.526740359 | 1 |
| Distinct | 14692 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.539029987 |
| Minimum | 0 |
|---|---|
| Maximum | 10.3760024 |
| Zeros | 172 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6003213661 |
| Q1 | 2.11978603 |
| median | 3.592985744 |
| Q3 | 4.869818591 |
| 95-th percentile | 6.45859939 |
| Maximum | 10.3760024 |
| Range | 10.3760024 |
| Interquartile range (IQR) | 2.750032561 |
Descriptive statistics
| Standard deviation | 1.809643457 |
|---|---|
| Coefficient of variation (CV) | 0.511338831 |
| Kurtosis | -0.6145670019 |
| Mean | 3.539029987 |
| Median Absolute Deviation (MAD) | 1.366996069 |
| Skewness | 0.07097125064 |
| Sum | 54667.39621 |
| Variance | 3.27480944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 172 | 1.1% |
| 4.951359849 | 8 | 0.1% |
| 3.047016408 | 5 | < 0.1% |
| 2.920247872 | 5 | < 0.1% |
| 1.793942086 | 5 | < 0.1% |
| 5.640963868 | 5 | < 0.1% |
| 2.710494353 | 5 | < 0.1% |
| 2.039159245 | 4 | < 0.1% |
| 3.047016468 | 4 | < 0.1% |
| 3.471739174 | 4 | < 0.1% |
| Other values (14682) | 15230 |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 0.01417417143 | 1 | < 0.1% |
| 0.02240524036 | 1 | < 0.1% |
| 0.02541092692 | 1 | < 0.1% |
| 0.03615135364 | 1 | < 0.1% |
| 0.04004178112 | 1 | < 0.1% |
| 0.0442984835 | 1 | < 0.1% |
| 0.04670126966 | 1 | < 0.1% |
| 0.04781506987 | 1 | < 0.1% |
| 0.04832547946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.3760024 | 1 | |
| 10.1329809 | 1 | |
| 9.970519953 | 1 | |
| 9.86549563 | 1 | |
| 9.793920572 | 1 | |
| 9.513450813 | 1 | |
| 9.484807257 | 1 | |
| 9.452753922 | 1 | |
| 9.385801861 | 1 | |
| 9.253838972 | 1 |
| Distinct | 14928 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.370020893 |
| Minimum | 0 |
|---|---|
| Maximum | 10.3141713 |
| Zeros | 145 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2221046035 |
| Q1 | 1.585332705 |
| median | 3.505783856 |
| Q3 | 4.935459095 |
| 95-th percentile | 6.650378693 |
| Maximum | 10.3141713 |
| Range | 10.3141713 |
| Interquartile range (IQR) | 3.35012639 |
Descriptive statistics
| Standard deviation | 2.059899841 |
|---|---|
| Coefficient of variation (CV) | 0.611242454 |
| Kurtosis | -0.8741049554 |
| Mean | 3.370020893 |
| Median Absolute Deviation (MAD) | 1.630820221 |
| Skewness | 0.07756979364 |
| Sum | 52056.71274 |
| Variance | 4.243187354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 145 | 0.9% |
| 4.756895742 | 9 | 0.1% |
| 5.849763402 | 9 | 0.1% |
| 4.072304099 | 6 | < 0.1% |
| 5.445737548 | 6 | < 0.1% |
| 2.735860537 | 5 | < 0.1% |
| 3.525385919 | 5 | < 0.1% |
| 2.931268239 | 5 | < 0.1% |
| 3.675321952 | 4 | < 0.1% |
| 2.223728003 | 4 | < 0.1% |
| Other values (14918) | 15249 |
| Value | Count | Frequency (%) |
| 0 | 145 | |
| 0.006979174803 | 1 | < 0.1% |
| 0.007399915962 | 1 | < 0.1% |
| 0.01056767491 | 1 | < 0.1% |
| 0.01074380805 | 1 | < 0.1% |
| 0.01146322545 | 1 | < 0.1% |
| 0.01382911546 | 1 | < 0.1% |
| 0.01411502271 | 1 | < 0.1% |
| 0.01452550224 | 1 | < 0.1% |
| 0.01494699503 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.3141713 | 1 | |
| 10.17330579 | 1 | |
| 10.05881009 | 1 | |
| 9.995840637 | 1 | |
| 9.90117174 | 1 | |
| 9.558978197 | 1 | |
| 9.482184806 | 1 | |
| 9.469922056 | 1 | |
| 9.315657587 | 1 | |
| 9.31475654 | 1 |
| Distinct | 15135 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.150177325 |
| Minimum | 0 |
|---|---|
| Maximum | 9.07493053 |
| Zeros | 151 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1886488344 |
| Q1 | 1.031215756 |
| median | 2.083637162 |
| Q3 | 3.070509477 |
| 95-th percentile | 4.499787722 |
| Maximum | 9.07493053 |
| Range | 9.07493053 |
| Interquartile range (IQR) | 2.039293721 |
Descriptive statistics
| Standard deviation | 1.361662853 |
|---|---|
| Coefficient of variation (CV) | 0.6332793286 |
| Kurtosis | -0.05635037148 |
| Mean | 2.150177325 |
| Median Absolute Deviation (MAD) | 1.015766542 |
| Skewness | 0.4862304588 |
| Sum | 33213.78914 |
| Variance | 1.854125725 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 151 | 1.0% |
| 3.289982727 | 8 | 0.1% |
| 2.968302493 | 6 | < 0.1% |
| 2.815328477 | 4 | < 0.1% |
| 2.517781953 | 3 | < 0.1% |
| 3.785794482 | 3 | < 0.1% |
| 3.057229456 | 3 | < 0.1% |
| 1.696640221 | 3 | < 0.1% |
| 3.074103893 | 3 | < 0.1% |
| 2.27181274 | 3 | < 0.1% |
| Other values (15125) | 15260 |
| Value | Count | Frequency (%) |
| 0 | 151 | |
| 0.006988010879 | 1 | < 0.1% |
| 0.009263502393 | 1 | < 0.1% |
| 0.009769915182 | 1 | < 0.1% |
| 0.01039894308 | 1 | < 0.1% |
| 0.01046887514 | 1 | < 0.1% |
| 0.01083131197 | 1 | < 0.1% |
| 0.0109925694 | 1 | < 0.1% |
| 0.01223080461 | 1 | < 0.1% |
| 0.01345894075 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.07493053 | 1 | |
| 8.340517109 | 1 | |
| 8.211243681 | 1 | |
| 8.110590637 | 1 | |
| 8.047052273 | 1 | |
| 7.959441161 | 1 | |
| 7.658533428 | 1 | |
| 7.647999286 | 1 | |
| 7.632476646 | 1 | |
| 7.587102821 | 1 |
| Distinct | 14709 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.688297728 |
| Minimum | 0 |
|---|---|
| Maximum | 12.08922249 |
| Zeros | 145 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6114117762 |
| Q1 | 2.118754437 |
| median | 3.684648275 |
| Q3 | 5.122908431 |
| 95-th percentile | 6.9340729 |
| Maximum | 12.08922249 |
| Range | 12.08922249 |
| Interquartile range (IQR) | 3.004153993 |
Descriptive statistics
| Standard deviation | 1.959593808 |
|---|---|
| Coefficient of variation (CV) | 0.5313003321 |
| Kurtosis | -0.7047934925 |
| Mean | 3.688297728 |
| Median Absolute Deviation (MAD) | 1.509203776 |
| Skewness | 0.1492733792 |
| Sum | 56973.13501 |
| Variance | 3.840007892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 145 | 0.9% |
| 4.043960743 | 8 | 0.1% |
| 4.728305339 | 7 | < 0.1% |
| 2.652444027 | 6 | < 0.1% |
| 3.222750823 | 5 | < 0.1% |
| 4.327251209 | 5 | < 0.1% |
| 3.153622188 | 5 | < 0.1% |
| 3.368189632 | 5 | < 0.1% |
| 5.639277085 | 5 | < 0.1% |
| 1.846606334 | 4 | < 0.1% |
| Other values (14699) | 15252 |
| Value | Count | Frequency (%) |
| 0 | 145 | |
| 0.008985573548 | 1 | < 0.1% |
| 0.009189608956 | 1 | < 0.1% |
| 0.01481302972 | 1 | < 0.1% |
| 0.01707364683 | 1 | < 0.1% |
| 0.02420292409 | 1 | < 0.1% |
| 0.02563067004 | 1 | < 0.1% |
| 0.02926395452 | 1 | < 0.1% |
| 0.02951048069 | 1 | < 0.1% |
| 0.02953121679 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.08922249 | 1 | |
| 11.22250364 | 1 | |
| 10.27650155 | 1 | |
| 10.14907672 | 1 | |
| 9.909951465 | 1 | |
| 9.689277726 | 1 | |
| 9.684131084 | 1 | |
| 9.580388988 | 1 | |
| 9.478856742 | 1 | |
| 9.416888711 | 1 |
| Distinct | 14741 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.604673585 |
| Minimum | 0 |
|---|---|
| Maximum | 10.71102758 |
| Zeros | 241 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.457849735 |
| Q1 | 2.205752864 |
| median | 3.691843215 |
| Q3 | 4.963779829 |
| 95-th percentile | 6.56451032 |
| Maximum | 10.71102758 |
| Range | 10.71102758 |
| Interquartile range (IQR) | 2.758026965 |
Descriptive statistics
| Standard deviation | 1.864446435 |
|---|---|
| Coefficient of variation (CV) | 0.5172303098 |
| Kurtosis | -0.5852331016 |
| Mean | 3.604673585 |
| Median Absolute Deviation (MAD) | 1.366280369 |
| Skewness | 0.01355618853 |
| Sum | 55681.39286 |
| Variance | 3.47616051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 241 | 1.6% |
| 3.64156119 | 7 | < 0.1% |
| 3.148058862 | 6 | < 0.1% |
| 2.192882274 | 5 | < 0.1% |
| 1.8417134 | 5 | < 0.1% |
| 5.81521104 | 4 | < 0.1% |
| 3.641561144 | 4 | < 0.1% |
| 3.49176956 | 4 | < 0.1% |
| 2.1318288 | 4 | < 0.1% |
| 1.028778368 | 4 | < 0.1% |
| Other values (14731) | 15163 |
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 0.007206084693 | 1 | < 0.1% |
| 0.01167227006 | 1 | < 0.1% |
| 0.01385279543 | 1 | < 0.1% |
| 0.01488915437 | 1 | < 0.1% |
| 0.01542919131 | 1 | < 0.1% |
| 0.01743631421 | 1 | < 0.1% |
| 0.01839614128 | 1 | < 0.1% |
| 0.02162675646 | 1 | < 0.1% |
| 0.02188581869 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.71102758 | 1 | |
| 10.01173272 | 1 | |
| 9.897880524 | 1 | |
| 9.813341814 | 1 | |
| 9.740835673 | 1 | |
| 9.627622375 | 1 | |
| 9.56518686 | 1 | |
| 9.288912152 | 1 | |
| 9.207373282 | 1 | |
| 9.202634008 | 1 |
| Distinct | 14898 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.970001739 |
| Minimum | 0 |
|---|---|
| Maximum | 11.0673857 |
| Zeros | 262 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1440552365 |
| Q1 | 1.090400324 |
| median | 2.83238737 |
| Q3 | 4.57855383 |
| 95-th percentile | 6.52172794 |
| Maximum | 11.0673857 |
| Range | 11.0673857 |
| Interquartile range (IQR) | 3.488153506 |
Descriptive statistics
| Standard deviation | 2.069878367 |
|---|---|
| Coefficient of variation (CV) | 0.6969283349 |
| Kurtosis | -0.8115342857 |
| Mean | 2.970001739 |
| Median Absolute Deviation (MAD) | 1.742738052 |
| Skewness | 0.3505866418 |
| Sum | 45877.61687 |
| Variance | 4.284396454 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 262 | 1.7% |
| 4.770472067 | 6 | < 0.1% |
| 3.409288898 | 5 | < 0.1% |
| 2.692039742 | 5 | < 0.1% |
| 2.235948532 | 5 | < 0.1% |
| 4.589844351 | 4 | < 0.1% |
| 5.863417411 | 4 | < 0.1% |
| 5.29760394 | 3 | < 0.1% |
| 4.553492197 | 3 | < 0.1% |
| 1.550428516 | 3 | < 0.1% |
| Other values (14888) | 15147 |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 0.005919354999 | 1 | < 0.1% |
| 0.006726786356 | 1 | < 0.1% |
| 0.01010286674 | 1 | < 0.1% |
| 0.01064532691 | 1 | < 0.1% |
| 0.01130916126 | 1 | < 0.1% |
| 0.01149136522 | 1 | < 0.1% |
| 0.01204267109 | 1 | < 0.1% |
| 0.01239617891 | 1 | < 0.1% |
| 0.01287935391 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.0673857 | 1 | |
| 9.872289148 | 1 | |
| 9.775393027 | 1 | |
| 9.676171606 | 1 | |
| 9.38514718 | 1 | |
| 9.338703911 | 1 | |
| 9.287739335 | 1 | |
| 9.258570379 | 1 | |
| 9.148122949 | 1 | |
| 9.092171134 | 1 |
| Distinct | 14344 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.573745194 |
| Minimum | 0 |
|---|---|
| Maximum | 12.00651744 |
| Zeros | 288 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1510752765 |
| Q1 | 1.42177245 |
| median | 2.537786457 |
| Q3 | 3.554847892 |
| 95-th percentile | 5.324498014 |
| Maximum | 12.00651744 |
| Range | 12.00651744 |
| Interquartile range (IQR) | 2.133075442 |
Descriptive statistics
| Standard deviation | 1.570222596 |
|---|---|
| Coefficient of variation (CV) | 0.610092483 |
| Kurtosis | 0.2561218642 |
| Mean | 2.573745194 |
| Median Absolute Deviation (MAD) | 1.066457613 |
| Skewness | 0.4874070141 |
| Sum | 39756.64201 |
| Variance | 2.465599001 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 288 | 1.9% |
| 2.983261334 | 13 | 0.1% |
| 2.939954201 | 12 | 0.1% |
| 2.666837853 | 12 | 0.1% |
| 3.048873435 | 11 | 0.1% |
| 2.913040101 | 10 | 0.1% |
| 2.755812536 | 10 | 0.1% |
| 2.339501615 | 10 | 0.1% |
| 3.606311644 | 10 | 0.1% |
| 2.613436912 | 9 | 0.1% |
| Other values (14334) | 15062 |
| Value | Count | Frequency (%) |
| 0 | 288 | |
| 0.003881522137 | 1 | < 0.1% |
| 0.009352914789 | 1 | < 0.1% |
| 0.009761905645 | 1 | < 0.1% |
| 0.01032077647 | 1 | < 0.1% |
| 0.01035358246 | 1 | < 0.1% |
| 0.01039790105 | 1 | < 0.1% |
| 0.01082269281 | 1 | < 0.1% |
| 0.01095338163 | 1 | < 0.1% |
| 0.01124560028 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.00651744 | 1 | |
| 10.59512009 | 1 | |
| 10.06855782 | 1 | |
| 9.675603407 | 1 | |
| 9.674318384 | 1 | |
| 9.619842653 | 1 | |
| 9.385773256 | 1 | |
| 8.894539444 | 1 | |
| 8.738322235 | 1 | |
| 8.641724782 | 1 |
| Distinct | 14677 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.458925762 |
| Minimum | 0 |
|---|---|
| Maximum | 11.92862799 |
| Zeros | 277 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3672982593 |
| Q1 | 2.01226665 |
| median | 3.544871663 |
| Q3 | 4.795379487 |
| 95-th percentile | 6.480920216 |
| Maximum | 11.92862799 |
| Range | 11.92862799 |
| Interquartile range (IQR) | 2.783112837 |
Descriptive statistics
| Standard deviation | 1.864869199 |
|---|---|
| Coefficient of variation (CV) | 0.5391469282 |
| Kurtosis | -0.5512277302 |
| Mean | 3.458925762 |
| Median Absolute Deviation (MAD) | 1.389315832 |
| Skewness | 0.09543331641 |
| Sum | 53430.02624 |
| Variance | 3.47773713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 277 | 1.8% |
| 3.600424771 | 7 | < 0.1% |
| 2.589855831 | 6 | < 0.1% |
| 3.321805546 | 6 | < 0.1% |
| 1.60081827 | 5 | < 0.1% |
| 4.680661174 | 5 | < 0.1% |
| 1.730819089 | 4 | < 0.1% |
| 3.568544938 | 4 | < 0.1% |
| 2.788895663 | 4 | < 0.1% |
| 2.292882777 | 4 | < 0.1% |
| Other values (14667) | 15125 |
| Value | Count | Frequency (%) |
| 0 | 277 | |
| 0.003743514394 | 1 | < 0.1% |
| 0.01674873361 | 1 | < 0.1% |
| 0.01696091079 | 1 | < 0.1% |
| 0.01727911258 | 1 | < 0.1% |
| 0.01993962348 | 1 | < 0.1% |
| 0.02201904466 | 1 | < 0.1% |
| 0.02237411427 | 1 | < 0.1% |
| 0.02240695857 | 1 | < 0.1% |
| 0.0234564656 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.92862799 | 1 | |
| 10.75541009 | 1 | |
| 10.31202863 | 1 | |
| 9.944640532 | 1 | |
| 9.827391496 | 1 | |
| 9.777935431 | 1 | |
| 9.769815757 | 1 | |
| 9.700536161 | 1 | |
| 9.642118925 | 1 | |
| 9.628545974 | 1 |
| Distinct | 14579 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.505392333 |
| Minimum | 0 |
|---|---|
| Maximum | 10.39896276 |
| Zeros | 308 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3856645838 |
| Q1 | 2.008680044 |
| median | 3.571742366 |
| Q3 | 4.907524339 |
| 95-th percentile | 6.643014171 |
| Maximum | 10.39896276 |
| Range | 10.39896276 |
| Interquartile range (IQR) | 2.898844295 |
Descriptive statistics
| Standard deviation | 1.912064336 |
|---|---|
| Coefficient of variation (CV) | 0.5454637184 |
| Kurtosis | -0.6707650258 |
| Mean | 3.505392333 |
| Median Absolute Deviation (MAD) | 1.443700972 |
| Skewness | 0.08612470762 |
| Sum | 54147.79536 |
| Variance | 3.655990026 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 308 | 2.0% |
| 4.082015953 | 6 | < 0.1% |
| 4.766690635 | 6 | < 0.1% |
| 6.14658318 | 5 | < 0.1% |
| 2.635317488 | 5 | < 0.1% |
| 0.9983023308 | 5 | < 0.1% |
| 1.402799822 | 5 | < 0.1% |
| 3.016593565 | 5 | < 0.1% |
| 1.027031786 | 5 | < 0.1% |
| 4.481840712 | 5 | < 0.1% |
| Other values (14569) | 15092 |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 0.01559944861 | 1 | < 0.1% |
| 0.01630217452 | 1 | < 0.1% |
| 0.01756262035 | 1 | < 0.1% |
| 0.02067938339 | 1 | < 0.1% |
| 0.02239642301 | 1 | < 0.1% |
| 0.0228666937 | 1 | < 0.1% |
| 0.02320365098 | 1 | < 0.1% |
| 0.02333141586 | 1 | < 0.1% |
| 0.02422135352 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.39896276 | 1 | |
| 10.10495384 | 1 | |
| 9.935755319 | 1 | |
| 9.918437247 | 1 | |
| 9.864378545 | 1 | |
| 9.848159815 | 1 | |
| 9.84495708 | 1 | |
| 9.709074791 | 1 | |
| 9.707342973 | 1 | |
| 9.703140305 | 1 |
| Distinct | 14957 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.605250162 |
| Minimum | 0 |
|---|---|
| Maximum | 10.6228612 |
| Zeros | 320 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.09483151545 |
| Q1 | 0.8508791566 |
| median | 2.329808257 |
| Q3 | 3.939173166 |
| 95-th percentile | 6.369273736 |
| Maximum | 10.6228612 |
| Range | 10.6228612 |
| Interquartile range (IQR) | 3.08829401 |
Descriptive statistics
| Standard deviation | 1.993926657 |
|---|---|
| Coefficient of variation (CV) | 0.7653494032 |
| Kurtosis | -0.3322920922 |
| Mean | 2.605250162 |
| Median Absolute Deviation (MAD) | 1.529473531 |
| Skewness | 0.6420145042 |
| Sum | 40243.29926 |
| Variance | 3.975743514 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 320 | 2.1% |
| 0.3008276643 | 5 | < 0.1% |
| 3.155403234 | 4 | < 0.1% |
| 4.730149314 | 4 | < 0.1% |
| 4.045788573 | 3 | < 0.1% |
| 2.138594338 | 3 | < 0.1% |
| 1.809126574 | 3 | < 0.1% |
| 0.8698587937 | 3 | < 0.1% |
| 2.503993991 | 3 | < 0.1% |
| 1.963769052 | 3 | < 0.1% |
| Other values (14947) | 15096 |
| Value | Count | Frequency (%) |
| 0 | 320 | |
| 0.004746110107 | 1 | < 0.1% |
| 0.005767274256 | 1 | < 0.1% |
| 0.006465480476 | 1 | < 0.1% |
| 0.007517525747 | 1 | < 0.1% |
| 0.007713194972 | 1 | < 0.1% |
| 0.008546672902 | 1 | < 0.1% |
| 0.009521180157 | 1 | < 0.1% |
| 0.009727337675 | 1 | < 0.1% |
| 0.01033988863 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.6228612 | 1 | |
| 9.509793808 | 1 | |
| 9.409200849 | 1 | |
| 9.316749364 | 1 | |
| 9.294765299 | 1 | |
| 9.22522545 | 1 | |
| 9.19727908 | 1 | |
| 9.196983673 | 1 | |
| 9.181939273 | 1 | |
| 9.181910374 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Unnamed: 0 | C42_1 | C42_2 | C42_3 | C42B_1 | C42B_2 | C42B_3 | LNCAP_1 | LNCAP_2 | LNCAP_3 | MR49F_1 | MR49F_2 | MR49F_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ENSG00000000003 | 2.020308 | 1.785015 | 2.324127 | 3.197007 | 2.064842 | 6.445762 | 3.295497 | 2.607519 | 2.222021 | 3.189540 | 4.894341 | 2.940336 |
| 1 | ENSG00000000419 | 4.223350 | 4.713971 | 5.314652 | 4.487993 | 1.892768 | 6.312067 | 5.741332 | 4.732900 | 1.927913 | 5.283732 | 5.632829 | 4.111696 |
| 2 | ENSG00000000457 | 2.869919 | 1.374323 | 2.927670 | 4.786854 | 1.636581 | 5.395142 | 3.223221 | 3.675430 | 1.599096 | 3.700928 | 4.173679 | 3.952226 |
| 3 | ENSG00000000460 | 1.751904 | 3.726353 | 5.071506 | 2.202074 | 1.897405 | 5.428105 | 3.805228 | 4.056825 | 3.083022 | 3.577544 | 3.705059 | 3.998118 |
| 4 | ENSG00000001036 | 3.481197 | 5.063655 | 6.182233 | 3.105899 | 3.810156 | 7.683152 | 4.768722 | 5.238380 | 3.119561 | 4.688014 | 4.726366 | 5.203400 |
| 5 | ENSG00000001084 | 2.942330 | 2.333494 | 4.617713 | 5.635060 | 2.896378 | 6.775170 | 3.598248 | 2.852836 | 2.222317 | 4.563238 | 5.161199 | 4.686099 |
| 6 | ENSG00000001167 | 2.236061 | 4.362950 | 4.712983 | 4.574876 | 4.161959 | 6.582590 | 4.672079 | 4.134103 | 3.883999 | 5.326048 | 4.432233 | 3.775862 |
| 7 | ENSG00000001460 | 1.185808 | 0.558803 | 3.482216 | 1.233932 | 1.658788 | 4.182730 | 1.896393 | 3.536727 | 1.189241 | 2.766417 | 2.379161 | 2.201291 |
| 8 | ENSG00000001461 | 2.176179 | 4.419352 | 3.642802 | 5.074364 | 3.150158 | 6.254512 | 5.182730 | 4.614492 | 2.279997 | 4.556380 | 4.541312 | 4.362653 |
| 9 | ENSG00000001497 | 3.180836 | 3.807909 | 5.077788 | 3.610549 | 3.387535 | 6.877675 | 4.356536 | 3.714680 | 2.284986 | 5.966947 | 6.262935 | 5.303243 |
Last rows
| Unnamed: 0 | C42_1 | C42_2 | C42_3 | C42B_1 | C42B_2 | C42B_3 | LNCAP_1 | LNCAP_2 | LNCAP_3 | MR49F_1 | MR49F_2 | MR49F_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15437 | ENSG00000283486 | 0.478085 | 1.304107 | 1.318069 | 0.292569 | 2.246345 | 1.304303 | 0.000000 | 0.187186 | 2.808091 | 0.874059 | 1.254480 | 0.057845 |
| 15438 | ENSG00000283491 | 0.372342 | 1.987290 | 1.074813 | 0.778366 | 3.479082 | 1.097908 | 2.456491 | 0.783938 | 2.097986 | 2.076424 | 0.990410 | 0.155038 |
| 15439 | ENSG00000283498 | 0.412790 | 1.798533 | 1.283445 | 0.199129 | 3.151180 | 1.634624 | 1.162911 | 0.781655 | 4.114055 | 1.224394 | 1.837497 | 0.475062 |
| 15440 | ENSG00000283511 | 0.441553 | 5.403062 | 1.472595 | 0.657973 | 2.740264 | 1.285139 | 0.067667 | 0.022542 | 1.753941 | 1.730819 | 1.025936 | 0.159346 |
| 15441 | ENSG00000283526 | 1.976393 | 3.288785 | 3.569011 | 0.811898 | 4.416365 | 2.206559 | 3.343384 | 1.603189 | 1.798374 | 3.444252 | 3.157803 | 2.358798 |
| 15442 | ENSG00000283577 | 0.000000 | 0.000000 | 0.000000 | 1.185395 | 3.038733 | 1.407959 | 0.000000 | 0.000000 | 0.000000 | 0.241026 | 0.443119 | 0.057711 |
| 15443 | ENSG00000283633 | 0.000000 | 0.000000 | 0.000000 | 1.281448 | 3.862337 | 2.777843 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 15444 | ENSG00000283667 | 0.284246 | 0.589815 | 0.517013 | 0.281662 | 2.205606 | 0.199881 | 0.747785 | 0.097802 | 2.356567 | 1.511373 | 1.538255 | 1.308785 |
| 15445 | ENSG00000283674 | 1.287284 | 1.500634 | 1.149604 | 2.112427 | 3.712065 | 2.068337 | 1.648880 | 0.904898 | 1.482742 | 1.492116 | 1.956922 | 0.306116 |
| 15446 | ENSG00000283689 | 0.291608 | 0.577202 | 1.412319 | 0.643074 | 3.038733 | 1.646887 | 0.609168 | 0.500472 | 1.258260 | 1.004187 | 0.907208 | 0.402196 |